10 AI Features in Modern Smartphones, and What Runs Where
Ten AI features documented by Apple, Google and Samsung, from live call translation to photo clean-up, with what each vendor says about on-device versus cloud processing and the privacy questions to ask.
By Technology Desk10 min read
Phones now ship with features that translate a phone call as you speak, summarise a recording, remove a stranger from a photo and caption anything with sound. They are described with similar marketing words by Apple, Google and Samsung, but the useful question is practical: where does the work happen, and what does the feature see while it runs?
This guide describes ten features across the three platforms, using each vendor's own wording and pages. It does not rank them, test them or say which phones have them. It exists so that you know what to look for before you switch one on.
What do the vendors say about where AI runs?
Apple. Apple's Apple Intelligence page says the system uses 'powerful on-device processing' and 'can draw on larger server-based models, without making your data accessible to Apple or anyone else.' Its Private Cloud Compute design post, dated June 10, 2024, says Apple prefers on-device computation where possible, sends demanding requests to its own servers, and states that 'no user data is retained in any form after the response is returned.' That post describes design goals and commitments, and the page itself includes no independent verification.
Google. Google's Pixel 10 feature post, dated August 20, 2025, says Tensor G5 'is the first chip to run our newest Gemini Nano model' and describes several features as running on-device. Individual help pages then say more feature by feature. Call Notes is described as using an on-device Gemini model, while Recorder summaries run in the cloud.
Samsung. Samsung's Galaxy AI page says: 'You can decide where your Galaxy AI data gets processed — either locally on device or out in the cloud.' It points to privacy settings for that choice. The feature descriptions on the page generally do not say which setting applies to which feature.
Ten features at a glance
| Feature | Documented by | Where it runs (vendor-stated) | Limit to watch |
|---|---|---|---|
| Live Translation | Apple | Entirely on device | Language downloads and regional availability vary |
| Live Translate for calls (Voice Translate on Pixel 10) | Conversations not sent to Google servers | Off by default; both parties hear an announcement | |
| Interpreter | Samsung | Not stated for this feature; user setting applies | Real-time speech translation can mishear |
| Call Notes | On-device Gemini model | Other participants are notified; consent matters | |
| Recorder transcription and summaries | Summaries in the cloud; transcription location not stated on the page | Cloud summaries may need internet access | |
| Transcript Assist | Samsung | Not stated for this feature; user setting applies | Summaries can omit or distort what was said |
| Clean Up / Photo Assist | Apple / Samsung | Not stated on the pages we read | Edited photos can misrepresent what happened |
| Circle to Search | Google (Android) | Not stated on the page we read | Uses what is on your screen; a setting controls it |
| Live Caption | Google (Android accessibility) | On device; audio and captions not stored or sent to Google | Not intended for calls with more than one other person |
| Context suggestions (Magic Cue, Now Nudge, Call Context) | Google / Samsung / Apple | Magic Cue: Tensor G5 and Gemini Nano; others not stated | Reads across apps to make suggestions |
Names are the vendors' own. 'Vendor-stated' means a vendor page says it; 'not stated' means the page we read does not. Limits are our editorial judgement.
1. Live Translation on iPhone: what does Apple say?
Apple describes Live Translation as translating text in Messages and speech in Phone and FaceTime calls. In its support article, published September 14, 2026, Apple states: 'Live Translation runs entirely on device to keep your messages private.' In calls, both people are alerted that translation is on, and FaceTime shows translated live captions. Languages are downloaded first, and Apple notes that features 'might not be available in all regions or languages.'
Limit to watch: Apple's own page warns that generative outputs 'may vary, so check important information for accuracy.' Do not rely on a translated call for medical, legal or financial details without a second check.
2. Live Translate for calls on Pixel: what does Google say?
Google's help page says the call feature is off by default and is started from Call Assist during a call. It adds that 'Both you and the other party will each hear a brief announcement in your own language,' that 'No conversation audio or transcription is stored on the device,' and that 'Conversations aren't sent to Google servers or anywhere else, or retrievable after the call.' The Pixel 10 post says on-device AI translates the call in real time. Google calls it Voice Translate on Pixel 10 and Live Translate on later models.
Limit to watch: translation covers a fixed set of languages that Google lists, and it can still mistranslate. The page does not state outright that all processing is on the device, though the offline claim points that way.
3. Interpreter on Galaxy: what does Samsung say?
Samsung describes Interpreter as translating speech in real time, with audio delivered to Galaxy Buds and text shown on the phone. The page does not say whether Interpreter runs locally or in the cloud; Samsung's general statement is that users choose where Galaxy AI data is processed.
Limit to watch: check your privacy setting before using it for a sensitive conversation, because the processing location is a setting, not a fixed fact about the feature.
4. Call Notes on Pixel: what happens to a recorded call?
Google says Call Notes transcribes calls and creates summaries with key points, dates, times, places and next steps, and keeps a transcript and recording you can open from your call log. According to the help page, 'The call is transcribed and then summarized by an on-device Gemini model,' and 'Your call contents are stored on your device and aren't shared with Google.' It also states that 'participants are notified' when you start it.
Limit to watch: recording laws on consent differ by place. The notification helps, but you are still responsible for knowing the rules where you and the other person are. Google lists language and region limits, so confirm on your device.
5. Recorder on Pixel: which step uses the cloud?
Google's Recorder help page says summaries are created from a transcript and that the summary feature 'runs in a secure, isolated environment in the cloud and keeps all your info protected and private to you.' It adds that 'Certain languages may need internet access for summarization,' and that re-transcribing 'may process audio files on Google servers.' The page we read does not say where real-time transcription runs.
Limit to watch: this is a good example of one app mixing on-device and cloud steps. If a recording is sensitive, skip the summary step, or read the page for the step you plan to use.
6. Transcript Assist on Galaxy: what does it do?
Samsung says Transcript Assist converts recordings to text and can then summarise or translate them. As with Interpreter, the page does not state where each step runs, and Samsung points users to its privacy settings.
Limit to watch: a summary is a compression. It can leave out the one detail you needed. Keep the original recording or transcript until you have checked anything that matters.
7. Clean Up and Photo Assist: removing things from photos
Apple describes Clean Up as a tool that can 'remove even larger objects' from a photo. Samsung describes Photo Assist as letting you 'move, resize, or delete objects' and having AI fill the gaps, and also add new elements with a prompt or reference image. Neither page we read says where the editing is processed.
Limit to watch: a photo with an object removed or added is an edited image. If you share it as a record of what happened, such as for insurance, a dispute or news, say that it was edited. Google's Circle to Search page lists a check for whether photos are original or modified, but notes that it may not work in some apps.
8. Circle to Search: what does it see?
Google's Android help page says you touch and hold the home button or navigation handle to open a search bar, then circle, highlight or tap what you want to look up. It describes whole-screen translation, a photo-authenticity check and AI Overviews. The page says some features are limited to specific models and regions, and that translation 'works for most content types like web pages, messages and social media, but not videos and GIFs.'
Limit to watch: the page has no dedicated privacy statement for the feature. It says history and personalisation stay controlled by Web & App Activity, and its troubleshooting steps mention a 'Use screen and app data' setting. The feature works on what is on your screen, so be aware of that when something sensitive is visible.
9. Live Caption: an accessibility feature that stays on the phone
Google says Live Caption captions speech on your device, including videos, podcasts, phone calls, video calls and audio messages. Its accessibility help page states: 'All audio and captions are processed on the device and are never stored or sent to Google,' and that it does not need mobile data once the default language pack is downloaded. It also says it 'isn't intended for calls with more than one other person' and 'doesn't work on music.'
Limit to watch: captions are machine-generated and can be wrong, especially with accents, background noise or technical terms. Apple's Apple Intelligence page also lists accessibility enhancements, such as VoiceOver describing surroundings and onscreen content in richer detail, but we did not read a processing statement for those.
10. Context suggestions: Magic Cue, Now Nudge and Call Context
All three vendors describe features that read your context and offer a suggestion. Google's Pixel 10 post says Magic Cue 'connects information across apps like Gmail, Calendar, and Messages' and 'runs securely and privately through a combination of the Tensor G5 chip and Gemini Nano.' Samsung says Now Nudge 'recognizes what's on your screen and offers context-based suggestions,' such as opening Calendar while texting about plans. Apple says Call Context can 'proactively surface relevant information from across apps' when you call a business.
Limit to watch: these features work because they look across your apps. That is the point, and also the privacy trade-off. Only Google's page, of the three we read, says anything about where it runs.
What privacy questions should I ask before switching one on?
Five questions to ask
- What does it read?Name the data: your screen, your calls, your messages, your photos or your recordings. If the page does not say, treat that as unknown.
- Where does each step run?On the device, in the vendor's cloud, or by your setting. Features can mix them, as Recorder does.
- What is kept, and where?Look for statements such as Google's that call contents are stored on the device and not shared, or Apple's that no data is retained after a response.
- Who else is affected?Calls and recordings involve another person. Check how they are notified and what the law requires where you are.
- Can I turn it off, or turn off the cloud part?Find the setting before you need it. Samsung and Google both point to settings.
For longer-lived data, such as chat history, see our guide to questions about AI data retention. To learn how to judge a vendor's wording, read how to choose an AI tool.
What are the limitations of this list?
We read vendor pages, not devices. We did not test whether any feature works as described, whether a privacy statement is accurate, or how a feature behaves on your phone and software version. Pages differ by region and version and change without notice. We chose features that appear on the vendors' own pages and are widely discussed; this is a selection, not a ranking. If a statement here is out of date, tell us through the corrections page and see our methodology for how we label evidence.
This is Editorial Analysis. We have not hands-on tested any feature listed, and no vendor paid for a place on this list. Processing and privacy statements are the vendors' own, quoted or paraphrased from pages we read on October 18, 2026. We have not independently verified them.
Frequently asked questions
What does 'on-device AI' mean?+
It means the AI model runs on the phone's own chip, so the audio, photo or text does not have to be sent to a server to get a result. Cloud processing sends the data to a company's servers. Vendors mix both, and a single feature can use each for different steps, so check what the vendor's page says for the exact feature.
Is on-device processing automatically private?+
Not automatically. It means the data does not need to leave the phone for that step. A feature can still read your messages, calls or screen, store results on the device, or use the cloud for another step. Read what the feature accesses as well as where it runs.
Why does this list leave out a vendor's feature I use?+
We list a feature only when we could read its purpose on the vendor's own page on October 18, 2026. Many features exist on all three platforms under different names, so absence from this list is not a judgement. We also avoid stating which phone models or regions get which feature, because those details change often. Check your own phone's help page.
Should I trust a vendor's privacy claim?+
Treat it as a claim, not a verified fact. Vendor statements are written by the vendor. Independent security research, audits and your own settings checks carry more weight. See our guide to [vendor claims versus verified findings](/guides/vendor-claims-vs-verified-findings/).
Sources
- Apple Intelligence — Apple (accessed October 18, 2026). Feature names and descriptions (Clean Up, Call Context, accessibility enhancements) and Apple's on-device and server-model privacy statements.
- Private Cloud Compute: A new frontier for AI privacy in the cloud — Apple Security Research (accessed October 18, 2026). Dated June 10, 2024. Apple's stated design and retention commitments; no independent verification on the page.
- Use Live Translation on iPhone — Apple Support (accessed October 18, 2026). Published September 14, 2026. Messages, Phone and FaceTime translation; 'runs entirely on device'.
- Create, edit and manage transcriptions — Google Pixel Phone Help (accessed October 18, 2026). Recorder transcription and summaries; summaries run in the cloud.
- Use Call Notes in Phone app — Google Phone app Help (accessed October 18, 2026). On-device Gemini model; participants are notified.
- Search your screen with Circle to Search — Google Android Help (accessed October 18, 2026). How it starts, what it does, availability limits; no dedicated privacy statement.
- Use Live Translate for phone calls — Google Pixel Phone Help (accessed October 18, 2026). Off by default; announcement to both parties; no audio stored or sent to Google servers.
- 9 ways AI makes Pixel 10 our most helpful phone yet — Google (accessed October 18, 2026). Dated August 20, 2025. Magic Cue and Voice Translate; Tensor G5 and Gemini Nano. Vendor claims.
- Live Caption: Caption media and calls on your device — Google Accessibility Help (accessed October 18, 2026). Captions on device; audio and captions never stored or sent to Google.
- Galaxy AI — Samsung (accessed October 18, 2026). Interpreter, Transcript Assist, Photo Assist, Now Nudge; user choice between on-device and cloud processing.
Further reading
- AI Risk Management Framework — NIST (accessed October 18, 2026). Background reading. Not a source for this guide's feature descriptions.
Related reading
Who writes this?
The site was founded by Liyam Flexer, Founder & Editor. Content is managed by Adam Green, Content Manager, with Tal Slavin joining as Writer & Editor. A byline identifies who is responsible for the editorial content; it does not claim the author tested a product. Articles carry an editorial-review status, and those awaiting review say so. Questions or corrections: contact.